Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9823319 0.8702821 0.6163254
bt 0.8445104 0.5350728 0.2368336
maxnet 0.7909881 0.4714891 NA
gam 0.7946463 0.4680046 0.2048989
glm 0.7435039 0.4401763 0.1307794

Variable Importance

Partial Dependence